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Data Science

7th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2021, Taiyuan, China, September 17–20, 2021, Proceedings, Part I

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Jianchao Zeng

    1. North University of China, Taiyuan, China

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  2. Pinle Qin

    1. North University of China, Taiyuan, China

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  3. Weipeng Jing

    1. Northeast Forestry University, Harbin, China

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  4. Xianhua Song

    1. Harbin University of Science and Technology, Harbin, China

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  5. Zeguang Lu

    1. National Academy of Guo Ding Institute of Data Science, Beijing, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1451)

Included in the following conference series:

Conference proceedings info: ICPCSEE 2021.

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Table of contents (42 papers)

  1. Front Matter

    Pages i-xxii
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  2. Big Data Management and Applications

    1. Front Matter

      Pages 1-1
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    2. A Blockchain-Based Scheme of Data Sharing for Housing Provident Fund

      • Yang Song, Jiawen Wang, Shili Yang, Xiaojun Zhu, Keting Yin
      Pages 3-14

  3. Social Media and Recommendation Systems

    1. Front Matter

      Pages 15-15
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    2. Item Recommendation Based on Monotonous Behavior Chains

      • Tiepai Yang
      Pages 17-31

    3. Design and Implementation of Collaborative Filtering Recommendation Algorithm for Multi-layer Networks

      • Ling Gou, Lin Zhou, Yuzhi Xiao
      Pages 32-50

    4. Integrating Local Closure Coefficient into Weighted Networks for Link Prediction

      • JieHua Wu
      Pages 51-64

    5. A Transformer Model-Based Approach to Bearing Fault Diagnosis

      • Zhenshan Bao, Jialei Du, Wenbo Zhang, Jiajing Wang, Tao Qiu, Yan Cao
      Pages 65-79

    6. Research and Simulation of Mass Random Data Association Rules Based on Fuzzy Cluster Analysis

      • Huaisheng Wu, Qin Li, Xiuming Li
      Pages 80-89

    7. Predicting Stock Price Movement with Multiple Data Sources and Machine Learning Models

      • Yang Xia, Yue Wang
      Pages 90-105

    8. Data-Driven Prediction of Foodborne Disease Pathogens

      • Xiang Chen, Hongzhi Wang
      Pages 106-116

  4. Infrastructure for Data Science

    1. Front Matter

      Pages 117-117
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    2. Intelligent Storage System of Machine Learning Model Based on Task Similarity

      • Shuangshuang Cui, Hongzhi Wang, Yuntian Xie, Haiyao Gu
      Pages 119-124

    3. A Localization Algorithm in Wireless Sensor Network Based on Positioning Group Quality

      • Kaiguo Qian, Chunfen Pu, Yujian Wang, Shaojun Yu, Shikai Shen
      Pages 125-139

    4. A Collaborative Cache Strategy Based on Utility Optimization

      • Pingshan Liu, Shaoxing Liu, Guimin Huang
      Pages 140-153

    5. Research on Route Optimization of Battlefield Collection Equipment Based on Improved Ant Algorithm

      • Haigen Yang, Wang Sun, Xiao Fu, Gang Li, Luyang Li
      Pages 154-162

    6. Parallel Region Reconstruction Technique for Sunway High-Performance Multi-core Processors

      • Kai Nie, Qinglei Zhou, Hong Qian, Jianmin Pang, Jinlong Xu, Yapeng Li
      Pages 163-179

    7. Thread Private Variable Access Optimization Technique for Sunway High-Performance Multi-core Processors

      • Jinying Kong, Kai Nie, Qinglei Zhou, Jinlong Xu, Lin Han
      Pages 180-189

  5. Basic Theory and Techniques for Data Science

    1. Front Matter

      Pages 191-191
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    2. Anti-obfuscation Binary Code Clone Detection Based on Software Gene

      • Ke Tang, Fudong Liu, Zheng Shan, Chunyan Zhang
      Pages 193-208
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Other volumes

  1. Data Science

  2. Data Science

Keywords

About this book

This two volume set (CCIS 1451 and 1452) constitutes the refereed proceedings of the 7th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2021 held in Taiyuan, China, in September 2021.

The 81 papers presented in these two volumes were carefully reviewed and selected from 256 submissions. The papers are organized in topical sections on big data management and applications; social media and recommendation systems; infrastructure for data science; basic theory and techniques for data science; machine learning for data science; multimedia data management and analysis; ​social media and recommendation systems; data security and privacy; applications of data science; education research, methods and materials for data science and engineering; research demo.

Editors and Affiliations

  • North University of China, Taiyuan, China

    Jianchao Zeng, Pinle Qin

  • Northeast Forestry University, Harbin, China

    Weipeng Jing

  • Harbin University of Science and Technology, Harbin, China

    Xianhua Song

  • National Academy of Guo Ding Institute of Data Science, Beijing, China

    Zeguang Lu

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